Corporation, The Office
The place where your company meets is your company. Sony is a company. Nintendo is a company. Etc.
This is a jukugo word, which usually means on'yomi readings from the kanji. If you know the readings of your kanji you'll know how to read this as well.
This company has a staff of five hundred.
Google is a very big company.
Is there an apartment close to the company?